Mohamed
Elsherif
*ab,
Fahad
Alam
ac,
Ahmed E.
Salih
a,
Xinyu
Wang
d,
Peter R.
Corridon
efg,
Khalil B.
Ramadi
bh and
Haider
Butt
*a
aDepartment of Mechanical Engineering, Khalifa University, Abu Dhabi 127788, United Arab Emirates. E-mail: elsherifmohamed109@gmail.com; haider.butt@ku.ac.ae
bDivision of Engineering, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates
cDepartment of Electrical and Computer Engineering, King Abdullah University (KAUST), 23955, Saudi Arabia
dDepartment of Biomedical Engineering, Khalifa University, Abu Dhabi 127788, United Arab Emirates
eDepartment of Immunology and Physiology, College of Medicine and Health Science, Khalifa University, Abu Dhabi 127788, United Arab Emirates
fHealthcare Engineering Innovation Center, Khalifa University, Abu Dhabi 127788, United Arab Emirates
gCenter for Biotechnology, Khalifa University, Abu Dhabi 127788, United Arab Emirates
hTandon School of Engineering, New York University, NY 11201, USA
First published on 8th April 2024
While pH determination is a commonplace laboratory practice, conventional commercial pH probes exhibit drawbacks of bulkiness, slow response times, and signal drift. These become particularly limiting in specialized fields like tissue engineering and bio-industrial processing, where unique pH probe specifications surpass the capabilities of standard laboratory equipment. Here, we present the development of compact pH fiber probes by integrating silica optical fiber with a colorimetric pH indicator. Our approach involves cross-linking the pH indicator with a biocompatible synthetic hydrogel matrix, facilitating colorimetric and precise pH measurements. Two distinct designs of optical fiber sensors were devised to cater to a broad spectrum of applications. The first design involved attaching the hydrogel sensor to the fiber tip during the photopolymerization process, while the second design was crafted by folding the hydrogel sensor onto the bare terminal of the fiber using the casting process. The fiber sensor exhibited high sensitivity (17 nm pH−1) within physiological and pathophysiological pH ranges (6–8) when tested in reflection configuration. Validation of the developed fiber sensors was carried out on cancerous tissue phantoms derived from an ovine extracellular matrix. The unique specifications of these fiber sensors position them as promising candidates for applications in tissue engineering, cell growth, and continuous blood pH monitoring.
In specific applications like tissue engineering, monitoring cell growth necessitates meticulous control of pH values.10 Tissue engineering mandates sophisticated sensors and cell bioreactors capable of standardizing, controlling, and automating growth and testing conditions for optimal reproducibility.11 Sustaining the desired growth environment in bioreactors entails precise control over various parameters, with pH being a critical factor.12 Analytical sensors with high repeatability are indispensable for this purpose. As cells undergo growth, the natural acidification of their environment occurs. Maintaining an optimal pH level of around 7 is crucial, as deviations towards acidity or alkalinity can compromise cell viability.13 Tissue engineering studies, often spanning weeks, demand continuous monitoring.14 Commercial pH instruments prove inadequate for such applications, as conventional pH meters lose up to 0.1 pH units of accuracy daily in the absence of regular calibration.15
Highly spatial resolution pH sensors find in vivo applications, particularly in the context of tumor cells and their microenvironments characterized by their acidity. The pH in the vicinity of tumor cell surfaces registers as acidic (6.7–6.8), and this acidity progressively increases with distance from the cell membrane.16 Unlike bulk pH measurements that might overlook tumor cells, smaller probes with enhanced spatial resolution prove instrumental in delineating precise surgical margins during tumor resection. Beyond tumor-related applications, extracellular acidity has been linked to various pathologies, including ischemic, stroke, neurotrauma, epileptic seizures, inflammation, infections, and wound healing.17–19
Optical fiber probes, developed to address the limitations of glass electrodes, offer distinct advantages such as remote sensing, immunity to electromagnetic interference, minimal contact area, and significantly reduced sample size (1 μl).20 These fiber sensors rely on changes in the optical properties (absorbance or fluorescence) of the pH-sensitive segment, responding to variations in pH.20,21 Among optical sensors, fluorescence sensors stand out for their simplicity, high sensitivity, and specificity.22 In this system, the fluorophore undergoes intensity changes during reversible protonation/deprotonation, resulting in an optical response governed by the Henderson–Hasselbalch equation.23 This yields a sigmoidal response function with a dynamic working range, enabling pH determination within specific pH windows.23–29 Fluorescence-based pH sensors find applications in diverse fields such as the environment, biological research, industry, and disease diagnosis.30 However, direct fluorescence measurements are susceptible to background light interference and photo-bleaching.31 In contrast, absorbance-based pH sensors, perceptible to the naked eye, are straightforward.20 Yet, challenges arise from potential pH indicator leakage when physically trapped in the hydrogel or poor response when chemically crosslinked in the hydrogel matrix.32–35
Neutral red (NR), a widely employed pH indicator in biology, is commonly immobilized in sensitive hydrogels or films.36 Its commendable performance as a water-soluble colorimetric pH indicator, functioning within the physiological pH range, has positioned NR as a preferred choice in pH sensor applications.22,23 Previous studies have involved the immobilization of NR dye in various matrices, including agarose films, cellulose acetate, and a copolymer of allylamine hydrochloride and polyacrylic acid.32,34,37,38 Nevertheless, it's crucial to note that the hydrogel matrix employed for dye entrapment undergoes pH-dependent changes, significantly impacting and potentially masking the response of the pH indicator.
In this study, neutral red (NR) was cross-linked with synthetic biocompatible hydrogel, polyhydroxy ethyl methacrylate. This hydrogel demonstrated superior resistance to harsh pH environments when compared to materials such as agarose, polyacrylic acid, and cellulose acetate, as documented in the existing literature.32,34,38 An additional advantage of the chosen matrix is its non-interference with the colorimetric response of the pH indicator, a limitation observed in prior research.32,34,38 Furthermore, the selected hydrogel matrix ensures the pH indicator's stability, preventing leakage under operational conditions within both physiological and pathological pH ranges. This study presents two distinct designs: firstly, the attachment of the hydrogel to the fiber tip, yielding a system that does not necessitate a large contact area or sample volume; secondly, the wrapping of the hydrogel on the fiber terminal, designed for prolonged sensing applications. The practicality of these fiber sensors was demonstrated through testing in reflection configuration. Validation was conducted through application on models of healthy and cancerous tissue phantoms.
The pH-responsive hydrogels were synthesized using the free-radical polymerization method. The neutral red dye as the pH indicator was immobilized in a biocompatible hydrogel matrix, i.e., poly (hydroxyethyl methacrylate), during the photo-polymerization process. The dye was dissolved in DI (de-ionized) water and mixed with the monomer solution, followed by photo-polymerizing the mixture in a glass mold to produce free-standing pH-responsive hydrogels. To investigate the influence of the dye solvent on the dye performance when it is immobilized in the hydrogel matrix, three more samples were prepared by dissolving NR in DMSO, ethanol, and isopropanol, separately. The prepared four samples were denoted by hw, hd, he, and hi, which stand for the pH-hydrogel sensors prepared using DI water, DMSO, ethanol, and isopropanol as solvents, respectively. The freshly prepared free-standing hydrogel sensors were tested for pH sensing in highly acidic (pH 2) and basic (pH 12) environments (Fig. 2). The four hydrogel sensors; hw, hd, he, and hi, turned from red to yellow when the pH of the environment changed from 2 to 12 (Fig. 2a). These free-standing hydrogel sensors have a 500 μm thickness as confirmed by the optical microscopic images taken for their cross-section (Fig. S1†). The colorimetric responses of the hydrogel sensors were detected by measuring the light absorbance. At low pH conditions (2 units), both hi and he sensors showed absorption peaks centered at the wavelength of 534 nm, while hw and hd sensors presented absorption peaks centered at wavelengths 525 and 530 nm, respectively (Fig. 2b). Again, at high pH (12 units), both hi and he sensors presented absorption peaks centered at the same wavelength of 460 nm while the hw and hd sensors showed absorption peaks positioned at 447 and 456 nm, respectively (Fig. 2c). The optical response measurements confirmed that he and hi sensors functioned the same, showing a peak shift of 74 nm upon changing the pH from 2 to 12 (Fig. 2d and e). Among the four prepared sensors, the hw sensor provided the best performance, showing an absorption peak shift of 79 nm with pH changing from 2 to 12. Compared to hi and he sensors, the positions of the absorption peaks for the hd sensor were centered at different positions when tested in pH solutions of values 2 and 12; however, the shift of the peak positions with the pH changes was 74 nm, which is still the same. Based on these results, the dye solvent slightly influences the sensitivity and the response of the developed pH sensors. Previously, studies showed very high/low pH media may cause irreversible damage to the pH-sensitive hydrogel.37 However, these developed sensors provided a highly stable optical response reflecting their high stability in harsh environments, which is an essential property for biomedical and environmental sensing applications.
Photographs of the hydrogel sensors were taken over time to show their dynamic colorimetric change from red to yellow when the sensors were immersed in a high pH solution (12 units). The photographs were captured every two minutes until the sensors' color completely changed and stabilized. First, the color change in response to pH occurred at the edges, and this change gradually expanded to cover the whole sensor's surface. The sensors responded to the pH change within 2 min and were saturated in approximately 10 min (Fig. 3). These results showed the significance of minimizing the sensor's size and thickness, which are crucial considerations for shortening the response and saturation times. Therefore, thinner (100 μm) sensors were prepared and shown to change their colors uniformly (Fig. S2, and ESI† videos). The optical response of the sensors at low and high pH values was recorded over time using the spectrometer (Fig. 4). Decreasing the sensors' thicknesses led to enhancement in both response and saturation times (ESI† video). The response time declined to 5 s and the saturation time became 30 s as compared to 2 min and 10 min for their counterpart thick sensors, respectively (Fig. 4a–d).
Fig. 3 Photographs were taken over time for the four thick free-standing hydrogel pH sensors while they were immersed in a solution of pH 12: (a) hw, (b) hd, (c) hi, and (d) he. |
Fig. 4 The optical response recorded over time for the thin pH sensors when they were immersed in a solution of pH 12: (a) hw, (b) hd, (c) hi, and (d) he. |
Thin hydrogel sensors (100 μm) were tested in the pH range of 5–8, and their optical responses were recorded (Fig. 5). Transmission spectra measurements for the four sensors showed significant increases in the transmittance levels in the spectral range centered around 550 nm, upon increasing the pH from 5 to 7 (Fig. 5i(a–d)). Significant shifts for the valleys' positions in the transmission spectra toward shorter wavelengths, were observed when pH changed from 7 to 8. These results are explained and supported by the absorption spectra measurements that showed a decrease in the absorbance of the hydrogel sensors with increasing pH, in addition to the blue shift of the absorption peak positions occurring at pH 8 (Fig. 5ii(a–d)). Also, the measured light intensity showed an increase in the light intensity in the spectra range around 550 nm, upon increasing pH (Fig. S3(a–d)†). Positions of the absorption peaks versus pH changes for the four sensors are displayed in Fig. S4.†
The hw sensor performed the best in terms of sensitivity and showed excellent robustness that was observed during the handling of the sensor. Therefore, the hw sensor was taken to the next stage. Also, the stability of the sensor and its dye leachability were tested. For in vivo applications, the pH indicator dye must not leach out to avoid adverse inflammatory reactions. Therefore, the leachability of the NR dye from the hw sensor was tested by storing the sensors in PBS buffer (pH 7.4), and its absorbance was examined for 12 h (Fig. S5†). The intensity of the absorbed light by the sensor was constant over the tested period reflecting zero dye leakage and stable performance. However, further studies are in progress to determine the sensor's shelf life/maximal period of stability.
For remote sensing and real-world applications, the hydrogel hw sensor was integrated with commercial silica optical fibers for developing pH probes. Two probes were developed using the hw sensor. The first design could handle a small sample volume (2 μl) via minor contact points (Fig. 6a). Such a probe would be favorable for applications such as detecting the pH environment of cells or tissues to distinguish between healthy and cancerous states. The probe was developed by chemically attaching the pH hydrogel sensor to the fiber tip (Fig. 6b). To investigate the performance of the probe, the functionalized fiber tip was dipped in different pH solutions and the other end of the fiber was connected to a three terminal-bundle fiber (Fig. 6c). A white light source illuminated the fiber, and the absorbed light was recorded by a spectrometer, in reflection configuration. The fiber sensor was stored in a buffer of pH 4 to keep it hydrated all the time, so it could be ready immediately for the measurements when needed. The absorption spectra of the fiber sensor while it was immersed in the storage buffer, were recorded as the reference spectrum, and then the fiber sensor was immersed in the tested pH solutions one by one starting from the lowest pH (5 units) and ending with the highest pH solution (8 units) (Fig. 6d). All the tested pH solutions had physiological ionic strength (150 mM) and the tests were carried out at room temperature. The absorption spectra of the fiber sensor in the tested pH buffers showed valleys that were found to shift toward the shorter wavelengths with increasing pH, similar to the case when the sensor was under free-standing conditions (Fig. 6d and 5a). This shift is due to the response of the immobilized dye to the pH changes where the dye turned from red to yellow when pH changed from 5 to 8. The depth of the valleys for the absorbed wavelengths increased with increasing pH which reflects decreasing in alkaline media. Positions of the valleys for the buffers of pH values 5, 6, 7, and 8 were located at wavelengths of 575, 565, 540, and 524 nm, respectively (Fig. 6e). The absorbance measurements were supported with the total light intensity measurements which were recorded in reflection configuration (Fig. 6f). The light intensity decreased with pH at the short wavelength range <575 nm and increased at longer wavelengths >575 nm, which is due to tuning the absorption band of the pH sensor. The shift in the absorption peak/valley for the fiber sensor with pH variations from 5 to 8 measured 51 nm, indicating a notable sensitivity of 17 nm pH−1. This level of sensitivity stands out when compared to previously reported fiber pH sensors relying on colorimetric pH indicators embedded in hydrogels.33,40,41 For instance, a fiber-optic system using the brilliant yellow dye within polyallylamine hydrochloride demonstrated a sensitivity of 5.4 nm pH−1.33 Optical fibers employing a combination of pH indicators; bromophenol blue, cresol red, and chlorophenol red, exhibited sensitivities of 1.02 and 0.93 nm pH−1 for acidic and alkaline media, respectively.40 Hetero-core structure fibers utilizing phenol red and cresol red showcased a wavelength shift of 30 nm across the pH range from 2.5 to 12.7, providing a sensitivity of 3 nm pH−1.41 On the other hand, fiber pH sensors developed with the NR dye immobilized in hydrogels, such as poly(allylamine hydrochloride) and poly(acrylic acid), proved ineffective in delivering colorimetric responses to pH changes.37,38,42,43 This ineffectiveness was attributed to the hydrogel matrices used, which masked the NR's response.
Additional experiments were carried out to study the reusability of the fiber sensor (Fig. 6g). The fiber probe was alternatively immersed in pH buffer solutions of 6 and 8 for four cycles. Highly consistent behavior and negligible drift were detected with rapid fiber response times of approximately 5 s (Fig. 6g). The kinetic response of the probe was recorded for a complete cycle in pH 6 and 8 buffers which confirms the probe's short response time (5 s) (Fig. S6†).
The second design of the fiber pH sensor was also developed and tested for pH measurements in the pH range of 5–8. A schematic illustration and photographs of the fiber sensor design are shown in Fig. 7a. In this design, the pH-responsive hydrogel wrapped the stripped terminal of the fiber (1.5 cm), and a silver paste coated the fiber tip to reflect the light increasing the sensor's light exposure for enhancing the absorbance and subsequently, the sensitivity. To investigate the fiber sensor's performance, it was immersed in a buffer of pH 4 and the measured absorbance was recorded as a reference. The light absorbance by the sensor was high when the sensor was exposed to low pH environments, and is the same as it was observed during testing of the free-stand sensors (Fig. 5a). The sensor's absorbance was the highest when it was dipped in the reference buffer of pH 4 and decreased with increasing pH. Therefore, taking the buffer of pH 4 as a reference made the absorption spectra for the pH buffers of higher pH to appear in the negative section of the Y-axis as the absorbance of the fiber sensor goes down with pH (Fig. 7b). The deeper the valley, the less light is absorbed by the fiber sensor as compared to the absorbance in the reference buffer, which appeared for the buffer of pH 8. Two valleys appeared in the absorbance measurements; the first was fixed at wavelength 445 nm with only light intensity change with pH, and the second valley was shifted and its intensity changed with pH. The first valley/dip may be due to the background light and the second valley was the considerable one for sensing. The light absorbance of the valleys was recorded to be −0.83, −0.96, −1.19, and −1.26 au for buffers of pH values 5, 6, 7, and 8, respectively, and the position of dips shifted from 582 to 573 nm (Fig. 7c and d). The fiber sensor showed a sensitivity of 3 nm pH−1 which is quite low compared to that for the first design. This difference may be due to fewer light modes propagating through the cladding made of the pH-responsive hydrogel. This issue may be overcome by tapering the terminal of the fiber before folding it with the sensor. Stretching the fiber under heat could taper the fiber terminal to achieve the best performance. The usage of a hetero-core fiber by splicing the multimode fiber terminal with a single-mode fiber coated with the pH-responsive hydrogel may have a positive influence on the probe performance too.
The second probe design offers a large fiber-to-sensor surface contact area, which assists in keeping the sensor attached to the fiber for a long period as compared to the first design. Also, the developed fiber sensor is impervious to stray light and light source fluctuations.
Cancer and healthy tissue models were used to demonstrate the feasibility of using the developed fiber probe for tissue differentiation applications (Fig. 8). The fiber probe of the functionalized tip was left to stabilize in a buffer of pH 7, and the reading of the fiber sensor was recorded as the reference spectrum. Then, the fiber sensor was brought in contact with the cancer model tissue, and the absorption spectrum was recorded in reflection configuration (Fig. 8a(i and ii)). Next, the probe was brought to touch the healthy (control) tissues and its response was recorded and compared (Fig. 8b). The light absorption recorded for the sensor when it was in contact with the cancerous tissues, was in the positive section of the y-axis, reflecting the increase in the absorbance of the sensor as compared to the sensor's absorbance while it was immersed in the reference buffer (pH 7). On the other side, the absorbance decreased as compared to the reference buffer when the sensor was in contact with the healthy tissues, shifting the absorption spectrum to the negative section of the y-axis and showing a valley at a wavelength of 500 nm. These results match the response of the sensor in the previous experiments as it was observed that the light absorbance decreased with pH. Consequently, for the cancerous tissues that have an acidic pH (3 units), the sensor's absorbance is more than in the case of the healthy tissues that have normally alkaline pH (7.4). Based on these proof-of-concept results, the developed sensor may have the potential to discriminate between cancerous and normal tissues; however, further studies need to be performed.
Compared to the previous fiber sensors based on NR, the developed fiber sensor provided a colorimetric response with pH changes and stability in harsh pH environments.37,38,42,43 According to the literature, the hosting materials/hydrogels for the NR dye were not passive and masked the colorimetric response of the NR dye for pH changes, hence only the absorbed light intensity changed with pH.37,42,43 For the reported fiber, its colorimetric response to pH changes ensures that the fiber sensor is immune to instabilities, such as light source drift. Unlike the electrochemical pH sensor, the developed sensor is insensitive to electrical interference and does not require a separate reference sensor.44 The minute dimensions of the fiber pH sensors make them appropriate to be directly placed in arteries, veins, or tissues for real-time and continuous monitoring.45 The developed pH sensor can be integrated with the present in-dwelling medical devices, such as catheters, which would lower the barriers to adoption through subtle modifications to the existing clinician behavior. The real-time monitoring of pH is beneficial in many situations.46 For example, blood and tissue pH would change rapidly during thoracoscopic surgery for some patients, which could be missed by relying on intermittent laboratory measurements.46,47 Also, the current techniques for blood pH measurements rely on in vitro analysis methods performed intermittently on hand-drawn samples providing only a snapshot of blood pH fluctuations.47 However, blood pH levels may vary within minutes, and failing to monitor the short-term dramatic alterations can lead to significant patient deterioration.47
Intact aortic segments spanning the ascending to the descending portions of an Arabian sheep (Najdi, Awassi (Nuaimi), and Orb breed), were provided by a butchery (Fig. S4a†). Aortas with diameters of approximately 1.5 cm were sectioned into 2–3 cm segments and immersed in a 4% zwitterionic biosurfactant solution (Ecover, Malle, Belgium) that consisted of 15–30% non-ionic surfactants, 5–15% anionic surfactants, ethanol, sodium citrate, glycerin, trisodium ethylenediamine dissociate, polypropylene terephthalate, and citric acid. After 4 days, the tissue sections were removed from the decellularizing biosurfactant and immersed in a water bath (pH approximately 7.5) for 3 days to remove traces of the detergent. The decellularized aortic segments composed of the extracellular matrix, were placed in a freshwater bath. The aortic sections were separated into normal (the decellularized tissue scaffold) and cancerous groups. The cancerous group contained tissue segments immersed in hydrochloric acid solutions with a pH of 2.82 for 7 days to generate scaffolds with a pH of 2.99.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4sd00012a |
This journal is © The Royal Society of Chemistry 2024 |